IGKV1D-22 and keratoconus: Our study further confirmed that feature genes such as the S100A8/A9 complex, KRT14, and KRT15 were significantly associated with the increased risk of keratoconus, and alterations in these genes were closely related to corneal structural stability, mechanical strength, and disease progression.